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A tool for producing synthetic versions of microdata containing confidential information so that they are safe to be released to users for exploratory analysis. The key objective of generating synthetic data is to replace sensitive original values with synthetic ones causing minimal distortion of the statistical information contained in the data set. Variables, which can be categorical or continuous, are synthesised one-by-one using sequential modelling. Replacements are generated by drawing from conditional distributions fitted to the original data using parametric or classification and regression trees models. Data are synthesised via the function syn() which can be largely automated, if default settings are used, or with methods defined by the user. Optional parameters can be used to influence the disclosure risk and the analytical quality of the synthesised data. For a description of the implemented method see Nowok, Raab and Dibben (2016) <doi:10.18637/jss.v074.i11>.

copied from cf-post-staging / r-synthpop
Type Size Name Uploaded Downloads Labels
conda 1.7 MB | noarch/r-synthpop-1.9_2-r43hc72bb7e_0.conda  20 days and 2 hours ago 76 main
conda 1.8 MB | noarch/r-synthpop-1.9_2-r44hc72bb7e_0.conda  20 days and 2 hours ago 71 main
conda 1.8 MB | noarch/r-synthpop-1.9_1.1-r43hc72bb7e_0.conda  1 month and 27 days ago 144 main
conda 1.8 MB | noarch/r-synthpop-1.9_1.1-r44hc72bb7e_0.conda  1 month and 27 days ago 167 main
conda 1.8 MB | noarch/r-synthpop-1.9_1-r43hc72bb7e_0.conda  4 months and 25 days ago 319 main
conda 1.8 MB | noarch/r-synthpop-1.9_1-r44hc72bb7e_0.conda  4 months and 25 days ago 343 main
conda 1.4 MB | noarch/r-synthpop-1.8_0-r44hc72bb7e_3.conda  1 year and 13 days ago 1128 main
conda 1.4 MB | noarch/r-synthpop-1.8_0-r43hc72bb7e_3.conda  1 year and 13 days ago 1128 main
conda 1.4 MB | noarch/r-synthpop-1.8_0-r42hc72bb7e_2.conda  2 years and 1 month ago 1474 main
conda 1.4 MB | noarch/r-synthpop-1.8_0-r43hc72bb7e_2.conda  2 years and 1 month ago 1491 main
conda 1.5 MB | noarch/r-synthpop-1.8_0-r41hc72bb7e_1.tar.bz2  2 years and 9 months ago 1685 main
conda 1.5 MB | noarch/r-synthpop-1.8_0-r42hc72bb7e_1.tar.bz2  2 years and 9 months ago 1742 main
conda 1.5 MB | noarch/r-synthpop-1.8_0-r40hc72bb7e_0.tar.bz2  2 years and 11 months ago 1830 main
conda 1.5 MB | noarch/r-synthpop-1.8_0-r41hc72bb7e_0.tar.bz2  2 years and 11 months ago 1832 main
conda 1.4 MB | noarch/r-synthpop-1.7_0-r40hc72bb7e_0.tar.bz2  3 years and 7 months ago 2272 main
conda 1.4 MB | noarch/r-synthpop-1.7_0-r41hc72bb7e_0.tar.bz2  3 years and 7 months ago 2278 main

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